Day in the Life: Secure interludes with joint book reading
Bibliographic record
Abstract
A Day in the Life is an interdisciplinary study of thriving 2-year-old girls and their families in diverse communities around the globe. We understand development to be active participation in cultural systems of practice, and examine children's interactions with their caregivers, other companions, and the environment. We focus upon children engaged in their everyday activities, attending to the patternings of local interactions that constitute cultural activity, as well as inter-articulations between the values and understandings shaped and reshaped in the day with those formed in dialogue among research participants. A crucial element of the project is the full participation by local investigators. Our core methodology films a day in the life of each child, tracking the child through her landscape. We have observed nurturant interactions in all settings where we collected our data: Thailand, Canada, Italy, the United Kingdom (UK), Peru, the United States (USA), and Turkey. Likewise, we have separately examined the various joint book-reading experiences of the children in those settings. In this article, we observe the bidirectional place of affect in joint book-reading episodes of children with different adult partners, and inspect the potential for such emergent literate activities to contribute to strong affective relationships between the children and family members. (Contains 1 table.)
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".